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Showing 201–250 of 586 papers

TitleStatusHype
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs—0
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking—0
Beyond Content Relevance: Evaluating Instruction Following in Retrieval ModelsCode0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval—0
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence EmbeddingsCode0
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG taskCode0
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option—0
Learning How Hard to Think: Input-Adaptive Allocation of LM Computation—0
ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation—0
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross EncodersCode0
Unified Multimodal Interleaved Document Representation for Retrieval—0
Enhancing Tourism Recommender Systems for Sustainable City Trips Using Retrieval-Augmented Generation—0
Open-World Evaluation for Retrieving Diverse Perspectives—0
Reranking Laws for Language Generation: A Communication-Theoretic Perspective—0
Expanding on EnCLAP with Auxiliary Retrieval Model for Automated Audio Captioning—0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringCode0
Towards Tailored Recovery of Lexical Diversity in Literary Machine Translation—0
DOCE: Finding the Sweet Spot for Execution-Based Code GenerationCode0
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design—0
Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and MethodCode0
CIKMar: A Dual-Encoder Approach to Prompt-Based Reranking in Educational Dialogue Systems—0
SC-Rec: Enhancing Generative Retrieval with Self-Consistent Reranking for Sequential Recommendation—0
Enhancing Relevance of Embedding-based Retrieval at Walmart—0
Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential RecommendationCode0
Multi-Aspect Reviewed-Item Retrieval via LLM Query Decomposition and Aspect Fusion—0
An Energy-based Model for Word-level AutoCompletion in Computer-aided TranslationCode0
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval—0
CSCPR: Cross-Source-Context Indoor RGB-D Place RecognitionCode0
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking—0
Multimodal Reranking for Knowledge-Intensive Visual Question Answering—0
FACTS About Building Retrieval Augmented Generation-based Chatbots—0
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability—0
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems—0
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking—0
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRsCode0
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented GenerationCode0
LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations—0
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation—0
Weighted KL-Divergence for Document Ranking Model Refinement—0
A Survey of Generative Information RetrievalCode0
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language ModelsCode0
Don't Forget to Connect! Improving RAG with Graph-based Reranking—0
Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques—0
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical TextsCode0
Chasing COMET: Leveraging Minimum Bayes Risk Decoding for Self-Improving Machine Translation—0
How to Surprisingly Consider Recommendations? A Knowledge-Graph-based Approach Relying on Complex Network Metrics—0
Know When To Stop: A Study of Semantic Drift in Text Generation—0
Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models—0
RALL-E: Robust Codec Language Modeling with Chain-of-Thought Prompting for Text-to-Speech Synthesis—0
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